The DOI matches its Crossref record; 37 of the 37 references it cites were found in a registry or an index.
Initial Mutations Direct Alternative Pathways of Protein Evolution
Open accessAbstract
Whether evolution is erratic due to random historical details, or is repeatedly directed along similar paths by certain constraints, remains unclear. Epistasis (i.e. non-additive interaction between mutations that affect fitness) is a mechanism that can contribute to both scenarios. Epistasis can constrain the type and order of selected mutations, but it can also make adaptive trajectories contingent upon the first random substitution. This effect is particularly strong under sign epistasis, when the sign of the fitness effects of a mutation depends on its genetic background. In the current study, we examine how epistatic interactions between mutations determine alternative evolutionary pathways, using in vitro evolution of the antibiotic resistance enzyme TEM-1 β-lactamase. First, we describe the diversity of adaptive pathways among replicate lines during evolution for resistance to a novel antibiotic (cefotaxime). Consistent with the prediction of epistatic constraints, most lines increased resistance by acquiring three mutations in a fixed order. However, a few lines deviated from this pattern. Next, to test whether negative interactions between alternative initial substitutions drive this divergence, alleles containing initial substitutions from the deviating lines were evolved under identical conditions. Indeed, these alternative initial substitutions consistently led to lower adaptive peaks, involving more and other substitutions than those observed in the common pathway. We found that a combination of decreased enzymatic activity and lower folding cooperativity underlies negative sign epistasis in the clash between key mutations in the common and deviating lines (Gly238Ser and Arg164Ser, respectively). Our results demonstrate that epistasis contributes to contingency in protein evolution by amplifying the selective consequences of random mutations.
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Cites
Enzyme structure and mechanism
Fersht, A. (1977) · Medical Entomology and Zoology · Cited by 2,875
Rapid evolution of a protein in vitro by DNA shuffling
Stemmer, W. P. C. (1994) · Nature · doi:10.1038/370389a0 · Cited by 1,932
Darwinian Evolution Can Follow Only Very Few Mutational Paths to Fitter Proteins
Weinreich, D. M., Delaney, N. F., DePristo, M. A., & Hartl, D. L. (2006) · Science · doi:10.1126/science.1123539 · Cited by 1,415
A standard numbering scheme for the class A β-lactamases
Ambler, R. P., Coulson, A. F. W., Frère, J. M., Ghuysen, J. M., Joris, B., Forsman, M., Levesque, R. C., Tiraby, G., & Waley, S. G. (1991) · Biochemical Journal · doi:10.1042/bj2760269 · Cited by 1,073
Blount, Z. D., Borland, C. Z., & Lenski, R. E. (2008) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.0803151105 · Cited by 840
Stability effects of mutations and protein evolvability
Tokuriki, N., & Tawfik, D. S. (2009) · Current Opinion in Structural Biology · doi:10.1016/j.sbi.2009.08.003 · Cited by 834
Self-citationNucleotide sequence of the ampicillin resistance gene of Escherichia coli plasmid pBR322.
Sutcliffe, J. G. (1978) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.75.8.3737 · Cited by 782
Gutfreund, H. (1978) · FEBS Letters · doi:10.1016/0014-5793(78)81212-5 · Cited by 759
Missense meanderings in sequence space: a biophysical view of protein evolution
DePristo, M. A., Weinreich, D. M., & Hartl, D. L. (2005) · Nature Reviews Genetics · doi:10.1038/nrg1672 · Cited by 650
PERSPECTIVE:SIGN EPISTASIS AND GENETIC CONSTRAINT ON EVOLUTIONARY TRAJECTORIES
Weinreich, D. M., Watson, R. A., & Chao, L. (2005) · Evolution · doi:10.1554/04-272 · Cited by 632
Cited by
Empirical fitness landscapes and the predictability of evolution
de Visser, J. A. G. M., & Krug, J. (2014) · Nature Reviews Genetics · doi:10.1038/nrg3744 · Cited by 715
Causes of molecular convergence and parallelism in protein evolution
Storz, J. F. (2016) · Nature Reviews Genetics · doi:10.1038/nrg.2016.11 · Cited by 316
Scalable, Continuous Evolution of Genes at Mutation Rates above Genomic Error Thresholds
Ravikumar, A., Arzumanyan, G. A., Obadi, M. K. A., Javanpour, A. A., & Liu, C. C. (2018) · Cell · doi:10.1016/j.cell.2018.10.021 · Cited by 300
The molecular basis of phenotypic convergence
Rosenblum, E. B., Parent, C. E., & Brandt, E. E. (2014) · Annual Review of Ecology, Evolution, and Systematics · doi:10.1146/annurev-ecolsys-120213-091851 · Cited by 256
The genetic code constrains yet facilitates Darwinian evolution
Firnberg, E., & Ostermeier, M. (2013) · Nucleic Acids Research · doi:10.1093/nar/gkt536 · Cited by 36
Metadata
- Authors
- Salverda, M. L. M., Dellus, E., Gorter, F. A., Debets, A. J. M., van der Oost, J., Hoekstra, R. F., Tawfik, D. S., & de Visser, J. A. G. M.
- Venue
- PLoS Genetics
- Publisher
- Public Library of Science (PLoS)
- Published
- 2011-03-03
- Volume
- 7
- Issue
- 3
- Pages
- e1001321
- ISSN
- 1553-7390 (ISSN-L)
- 1553-7404
- OpenAlex
- W2037212291
- Cited by
- 275
- References
- 37
- FWCI
- 12.97
- Type
- journal article
- Language
- en
- Open access
- gold
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- Salverda, M. L. M., Dellus, E., Gorter, F. A., Debets, A. J. M., van der Oost, J., Hoekstra, R. F., Tawfik, D. S., & de Visser, J. A. G. M. (2011). Initial Mutations Direct Alternative Pathways of Protein Evolution. PLoS Genetics. https://doi.org/10.1371/journal.pgen.1001321
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